AGENTS.md@src/gnn/advanced_visualizationA
AGENTS.md@src/gnn/advanced_visualization from activeinferenceinstitute/generalizednotationnotation is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add activeinferenceinstitute/generalizednotationnotation/src/gnn/advanced_visualization/AGENTS.md@git:20261021.5446ac1Pins git:20261021.5446ac1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- activeinferenceinstitute/generalizednotationnotation
- Path
src/gnn/advanced_visualization/AGENTS.md- Versions recorded
- 17
- Latest version
- git:20261021.5446ac1, committed Oct 21, 2026
- First version recorded
- Sep 6, 2026
- Size
- 22,927 bytes
- Repository stars
- 35
- License
- a license file GitHub does not identify
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Advanced Visualization Module - Agent Scaffolding ## Module Overview **Purpose**: Advanced visualization artifact generation for GNN models: statistical panels, POMDP plots, network metrics, optional Plotly/HTML dashboards, and optional D2 diagrams **Pipeline Step**: Step 9: Advanced visualization (src/gnn/9_advanced_viz.py) **Category**: Advanced Visualization / Interactive Analysis **Status**: Maintained **Version**: [pyproject.toml](../../../pyproject.toml) (canonical) **Last Updated**: 2026-09-22 --- ## Core Functionality ### Primary Responsibilities 1. Generate 3D-style visualization artifacts 2. Create optional HTML dashboard artifacts 3. Produce advanced statistical plots 4. Generate optional interactive HTML visualizations when dependencies and flags allow 5. Provide multi-dimensional model summaries 6. Generate professional D2 (Declarative Diagramming) diagrams ### Key Capabilities - 3D network topology visualization - Interactive Plotly dashboards - Multi-panel comparative analysis - HTML-based interactive reports - **D2 diagram generation for GNN models and pipeline architecture** --- ## API Reference ### Public Functions …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalizednotationnotation/src/gnn/advanced_visualization/AGENTS.md@sha256:9442fca7ad4af839The line at the top of this page pins the label git:20261021.5446ac1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_oreju5pb7vtnnlm3)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 17 versions of this file, between Sep 6, 2026 and Oct 21, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261021.5446ac1 latest | 2026-10-21 | 5446ac1 | 22,927 B | A | view · diff |
| git:20261021.d35717d | 2026-10-21 | d35717d | 22,879 B | A | view · diff |
| git:20261008.1e2a5f6 | 2026-10-08 | 1e2a5f6 | 22,879 B | A | view · diff |
| git:20261008.65dd332 | 2026-10-08 | 65dd332 | 22,742 B | A | view · diff |
| git:20261007.4f9a165 | 2026-10-07 | 4f9a165 | 22,742 B | A | view · diff |
| git:20261002.4fbe8e4 | 2026-10-02 | 4fbe8e4 | 22,742 B | A | view · diff |
| git:20260928.40d2b34 | 2026-09-28 | 40d2b34 | 22,742 B | A | view · diff |
| git:20260922.a6a219c | 2026-09-22 | a6a219c | 22,742 B | A | view · diff |
| git:20260922.78482aa | 2026-09-22 | 78482aa | 22,858 B | A | view · diff |
| git:20260922.4b0112c | 2026-09-22 | 4b0112c | 22,918 B | A | view · diff |
| git:20260922.c9be8be | 2026-09-22 | c9be8be | 22,514 B | A | view · diff |
| git:20260922.02dcc45 | 2026-09-22 | 02dcc45 | 22,646 B | A | view · diff |
| git:20260919.b97d0eb | 2026-09-19 | b97d0eb | 22,370 B | A | view · diff |
| git:20260907.ae194c2 | 2026-09-07 | ae194c2 | 21,936 B | A | view · diff |
| git:20260906.c3c3485 | 2026-09-06 | c3c3485 | 21,935 B | A | view · diff |
| git:20260906.a82d4dd | 2026-09-06 | a82d4dd | 21,932 B | A | view · diff |
| git:20260906.e62b9e9 | 2026-09-06 | e62b9e9 | 21,913 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (22927 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
activeinferenceinstitute/generalizednotationnotation · 35 stars · license a license file GitHub does not identify · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_oreju5pb7vtnnlm3 GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/src/gnn/advanced_visualization/AGENTS.md GET https://markdownregistry.com/api/v1/blob/9442fca7ad4af839a3ccd6494b7af6f3282f1bd06f6ea7587c29969cde2ee2eb
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.
More from activeinferenceinstitute/generalizednotationnotation
Every file in activeinferenceinstitute/generalizednotationnotation